{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.130384Z",
     "start_time": "2025-01-08T20:25:48.715220Z"
    }
   },
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import font_manager\n",
    "import numpy as np"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.205377Z",
     "start_time": "2025-01-08T20:25:49.131385Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y)\n",
    "plt.show()"
   ],
   "id": "a981395f6b395e9",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.263247Z",
     "start_time": "2025-01-08T20:25:49.205377Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red',alpha=0.5,linestyle='--',linewidth=3)\n",
    "plt.show()"
   ],
   "id": "6dd62f8a9c7c0228",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.320003Z",
     "start_time": "2025-01-08T20:25:49.263247Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='p')\n",
    "plt.show()"
   ],
   "id": "d4525fdc716fe2b5",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.323851Z",
     "start_time": "2025-01-08T20:25:49.321004Z"
    }
   },
   "cell_type": "code",
   "source": "import random",
   "id": "dddbee6935e4d171",
   "outputs": [],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.404939Z",
     "start_time": "2025-01-08T20:25:49.323851Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "# plt.savefig('./t1.png')\n",
    "# plt.savefig('./t1.svg')"
   ],
   "id": "3e4dd7ff0182c3b6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2b4529e4bf0>]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.510761Z",
     "start_time": "2025-01-08T20:25:49.404939Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "x_ticks_label = [\"{}:00\".format(i) for i in x]\n",
    "plt.xticks(x,x_ticks_label,rotation = 45)\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in range(min(y),max(y)+1)]\n",
    "plt.yticks(range(min(y),max(y)+1),y_ticks_label)\n",
    "plt.plot(x,y)"
   ],
   "id": "55050c0310715f42",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2b452a64380>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.617316Z",
     "start_time": "2025-01-08T20:25:49.510761Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for i in range(120)]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\msyh.ttc',size=18)\n",
    "plt.xlabel('时间',rotation=45,fontproperties = my_font)\n",
    "plt.ylabel(\"次数\",fontproperties = my_font)\n",
    "plt.title('每分钟跳动次数',color='red',fontproperties = my_font)\n",
    "plt.show()"
   ],
   "id": "c35f638af012d173",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 8
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.754679Z",
     "start_time": "2025-01-08T20:25:49.618317Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "x = range( 11, 31 )\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "xtick_labels = ['{}岁'.format( i ) for i in x]\n",
    "my_font = font_manager.FontProperties( fname='C:\\\\Windows\\\\Fonts\\\\msyh.ttc',size=18)\n",
    "plt.xticks( x, xtick_labels, fontproperties=my_font, rotation=45 )\n",
    "plt.grid( alpha=0.4 )\n",
    "plt.legend( prop=my_font, loc='upper right' )"
   ],
   "id": "d3ee8ded1092c56e",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x2b4551dc470>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:49.920560Z",
     "start_time": "2025-01-08T20:25:49.755681Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = np.arange(1, 100) #划分子图\n",
    "fig,axes=plt.subplots(2,2)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1]\n",
    "ax3=axes[1,0]\n",
    "ax4=axes[1,1]\n",
    "ax1.plot(x, x)\n",
    "ax2.plot(x, -x) \n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "ax4.plot(x, np.log(x))\n",
    "plt.show()"
   ],
   "id": "615c3c58d2d75c2",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 10
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:50.108291Z",
     "start_time": "2025-01-08T20:25:49.921562Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = np.arange(1,100)\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) \n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "ax3=fig.add_subplot(2,2,2)\n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x))\n",
    "ax5=fig.add_subplot(2,2,4)\n",
    "ax5.plot(x, np.sin(x))\n",
    "plt.show()"
   ],
   "id": "1e8e9629df114967",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 4 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:50.202541Z",
     "start_time": "2025-01-08T20:25:50.108291Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21,16,17,20,14,15, 15, 15, 19, 21, 22, 22, 22,\n",
    "23]\n",
    "x = range( 1, 32 )\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "plt.scatter( x, y, label='3 月份' )\n",
    "my_font = font_manager.FontProperties( fname='C:\\\\Windows\\\\Fonts\\\\msyh.ttc',size=10)\n",
    "_xticks_labels = ['3 月{}日'.format( i ) for i in x]\n",
    "plt.xticks( x[::3], _xticks_labels[::3], fontproperties=my_font, rotation=45)\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font )\n",
    "plt.grid( alpha=0.4 )\n",
    "plt.legend( prop=my_font )\n",
    "plt.show()"
   ],
   "id": "967e392350f8f596",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 12
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:25:50.291920Z",
     "start_time": "2025-01-08T20:25:50.202541Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\msyh.ttc',size=16)\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "rects = plt.bar(range(len(a)),b,width=0.3,color='r')\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=45)\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x()+rect.get_width()/2.,height+0.5,'%.2f'%height,fontproperties=my_font,ha='center',va='bottom')"
   ],
   "id": "720aab9a63d624a3",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 13
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:28:24.414307Z",
     "start_time": "2025-01-08T20:28:24.215399Z"
    }
   },
   "cell_type": "code",
   "source": [
    "time = [131,   98,    125,   131,   124,   139,   131, 117, 128, 108, 135, 138, 131, 102, 107, 114,\n",
    "119,   128,   121,   142,   127,   130,   124, 101, 110, 116, 117, 110, 128, 128, 115,   99,\n",
    "136,   126,   134,   95,    138,   117,   111,78, 132, 124, 113, 150, 110, 117,  86,    95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101,   99, 136,123,\n",
    "117,   119,   105,   137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120,  107,   129, 116,\n",
    "108,   132,   103,   136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121,  112,   139, 125,\n",
    "138,   109,   132,   134,156, 106, 117, 127, 144, 139, 139, 119, 140,   83,    110,   102,123,\n",
    "107,   143,   115,   136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112,  114,   122, 109,\n",
    "106,   123,   116,   131,   127, 115, 118, 112, 135,115,   146,   137,   116,   103,   144,   83,    123,\n",
    "111,   110,   111,   100,   154,136, 100, 118, 119, 133,   134,   106,   129,   126,   110,   111,   109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130,   141, 117, 106, 114, 121, 114, 133, 137,    92,121,    112,   146,   97,    137, 105,  98,\n",
    "117,   112,   81,    97, 139, 113,134, 106, 144, 110, 137,  137,   111,   104,   117, 100, 111,\n",
    "101,   110,105, 129, 137, 112, 120, 113, 133, 112,    83,    94,    146,   133,   101,131, 116,\n",
    "111,   84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "plt.figure(figsize=(20, 8), dpi=100) \n",
    "print(max(time),min(time))\n",
    "distance = 2\n",
    "group_num = int((max(time) - min(time)) / distance) \n",
    "plt.hist(time, bins=group_num)\n",
    "plt.xticks(range(min(time), max(time))[::2])\n",
    "plt.yticks(range(0, 20, 1))\n",
    "plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "plt.show()"
   ],
   "id": "cfeafd759559adff",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156 78\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 16
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "",
   "id": "59c71b0aad2f0b5"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-08T20:34:48.605478Z",
     "start_time": "2025-01-08T20:34:48.556193Z"
    }
   },
   "cell_type": "code",
   "source": [
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"]\n",
    "size = [55, 35, 10]\n",
    "color = [\"red\", \"green\", \"blue\"]\n",
    "explode = [0, 0.05, 0]\n",
    "plt.rcParams['font.sans-serif']=['SimHei']\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,labeldistance=1.1, autopct=\"%1.1f%%\", shadow=False,startangle=90, pctdistance=0.6)\n",
    "plt.axis(\"equal\") \n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "id": "f18f5e782971f428",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 20
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "c7eb12f64b9ddf98"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
